Political Analysis

Papers
(The TQCC of Political Analysis is 7. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-08-01 to 2025-08-01.)
ArticleCitations
Measuring Distances in High Dimensional Spaces269
Integrating Data Across Misaligned Spatial Units155
Creating and Comparing Dictionary, Word Embedding, and Transformer-Based Models to Measure Discrete Emotions in German Political Text67
Accessibility and Equity in the Research Process: Gender Bias in Elite Interview Recruitment67
When Correlation Is Not Enough: Validating Populism Scores from Supervised Machine-Learning Models47
Measuring Closeness in Proportional Representation Systems47
Parameterizing Spatial Weight Matrices in Spatial Econometric Models45
Ends Against the Middle: Measuring Latent Traits when Opposites Respond the Same Way for Antithetical Reasons36
Less Annotating, More Classifying: Addressing the Data Scarcity Issue of Supervised Machine Learning with Deep Transfer Learning and BERT-NLI34
Relatio: Text Semantics Capture Political and Economic Narratives – ERRATUM31
Synthetically generated text for supervised text analysis31
A Nonparametric Bayesian Model for Detecting Differential Item Functioning: An Application to Political Representation in the US30
PAN volume 30 issue 4 Cover and Back matter28
Detecting and Correcting for Separation in Strategic Choice Models28
Using Multiple Pretreatment Periods to Improve Difference-in-Differences and Staggered Adoption Designs21
Choosing Imputation Models20
Validating the Applicability of Bayesian Inference with Surname and Geocoding to Congressional Redistricting19
On Finetuning Large Language Models19
Rejoinder: Concluding Remarks on Scholarly Communications17
Contagion, Confounding, and Causality: Confronting the Three C’s of Observational Political Networks Research16
Estimating the Local Average Treatment Effect Without the Exclusion Restriction15
Selecting More Informative Training Sets with Fewer Observations15
How Much Should We Trust Instrumental Variable Estimates in Political Science? Practical Advice Based on 67 Replicated Studies14
Party Positions from Wikipedia Classifications of Party Ideology14
Quantifying Bias from Measurable and Unmeasurable Confounders Across Three Domains of Individual Determinants of Political Preferences13
Priming Bias Versus Post-Treatment Bias in Experimental Designs13
Categorizing Topics Versus Inferring Attitudes: A Theory and Method for Analyzing Open-ended Survey Responses13
Proportionally Less Difficult?: Reevaluating Keele’s “Proportionally Difficult”11
Hierarchically Regularized Entropy Balancing11
Bin-Conditional Conformal Prediction of Fatalities from Armed Conflict10
PAN volume 30 issue 1 Cover and Front matter9
A Framework for the Unsupervised and Semi-Supervised Analysis of Visual Frames9
The Probability of Casting a Pivotal Vote in an Instant Runoff Voting Election9
Exponential Random Graph Models for Dynamic Signed Networks: An Application to International Relations8
Countering Non-Ignorable Nonresponse in Survey Models with Randomized Response Instruments and Doubly Robust Estimation8
Attention and Political Choice: A Foundation for Eye Tracking in Political Science7
Introduction to the Special Issue: Innovations and Current Challenges in Experimental Methods7
Identification of Preferences in Forced-Choice Conjoint Experiments: Reassessing the Quantity of Interest7
Generalized Kernel Regularized Least Squares7
Out of One, Many: Using Language Models to Simulate Human Samples7
The Essential Role of Statistical Inference in Evaluating Electoral Systems: A Response to DeFord et al.7
Positioning Political Texts with Large Language Models by Asking and Averaging - CORRIGENDUM7
When Can We Trust Regression Discontinuity Design Estimates from Close Elections? Evidence from Experimental Benchmarks7
Ordered Beta Regression: A Parsimonious, Well-Fitting Model for Continuous Data with Lower and Upper Bounds7
Cross-Lingual Classification of Political Texts Using Multilingual Sentence Embeddings7
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